Period
to 22 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Hampshire with a requirement for ETL skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited ETL over the 6 months to 22 November 2017 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
South East > Hampshire
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 201 149 129
Rank change year-on-year -52 -20 +66
Permanent jobs citing ETL 61 129 170
As % of all permanent IT jobs advertised in Hampshire 0.95% 1.87% 2.40%
As % of the Processes & Methodologies category 1.10% 2.15% 2.73%
Number of salaries quoted 46 116 138
Hampshire median annual salary £45,000 £45,000 £45,000
10th Percentile £26,250 £32,500 £35,000
90th Percentile £54,375 £85,000 £70,000
South East median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +5.26% -5.00%

ETL is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Hampshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Hampshire
Permanent vacancies with a requirement for process or methodology skills 5557 6010 6217
As % of all permanent IT jobs advertised in Hampshire 86.57% 87.27% 87.69%
Number of salaries quoted 4764 5142 5241
Hampshire median annual salary £42,500 £41,500 £42,500
Median salary % change year-on-year +2.41% -2.35% +2.41%
10th Percentile £26,250 £26,250 £25,000
90th Percentile £65,000 £62,500 £62,500
South East median annual salary £45,000 £45,000 £45,000

ETL
Job Vacancy Trend in Hampshire

Job postings citing ETL as a percentage of all IT jobs advertised in Hampshire.

Job vacancy trend for ETL in Hampshire

ETL
Salary Trend in Hampshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing ETL in Hampshire.

Salary trend for ETL in Hampshire

ETL
Salary Histogram in Hampshire

The salary distribution of IT jobs citing ETL in Hampshire over the 6 months to 22 November 2017.

Salary histogram for ETL in Hampshire

ETL
Job Locations in Hampshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing ETL within the Hampshire region over the 6 months to 22 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Portsmouth -32 13 £45,125 +6.18% 3
Farnborough -7 8 £32,500 -27.78%
Winchester -2 6 £45,000 +5.88%
Southampton -10 6 £45,000 +12.50%
Basingstoke - 4 £42,500 -
Petersfield +9 2 £26,000 -35.00%
Hook - 2 £42,500 -
Wallington - 1 £40,000 -
ETL
South East

For the 6 months to 22 November 2017, IT jobs citing ETL also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Hampshire region with a requirement for ETL.

1 37 (60.66%) SAP
2 36 (59.02%) Business Intelligence
3 31 (50.82%) SQL
4 28 (45.90%) BusinessObjects
5 24 (39.34%) Migration
6 23 (37.70%) Data Integration
7 22 (36.07%) Data Modelling
8 21 (34.43%) Oracle
8 21 (34.43%) Data Migration
8 21 (34.43%) SAP Data Services
9 17 (27.87%) BusinessObjects Business Intelligence
10 16 (26.23%) Data Architecture
10 16 (26.23%) SQL Server
11 15 (24.59%) Data Cleansing
12 14 (22.95%) Windows
13 13 (21.31%) Stakeholder Management
13 13 (21.31%) Data Quality
13 13 (21.31%) SAP HANA
13 13 (21.31%) Security Cleared
14 12 (19.67%) Finance
14 12 (19.67%) Microsoft Excel
14 12 (19.67%) Java
15 11 (18.03%) Manufacturing
15 11 (18.03%) BODI
16 10 (16.39%) Microsoft
16 10 (16.39%) PL/SQL
16 10 (16.39%) T-SQL
16 10 (16.39%) Microsoft Office
16 10 (16.39%) Data Warehouse
16 10 (16.39%) Data Governance

ETL
Co-occurring IT Skills in Hampshire by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 3 (4.92%) SAS
2 2 (3.28%) JBoss
2 2 (3.28%) SharePoint
Applications
1 12 (19.67%) Microsoft Excel
2 10 (16.39%) Microsoft Office
3 8 (13.11%) Microsoft PowerPoint
4 2 (3.28%) Spreadsheet
Business Applications
1 2 (3.28%) Oracle EBS
2 1 (1.64%) Hyperion Planning
2 1 (1.64%) SAP Hybris
Cloud Services
1 4 (6.56%) Amazon AWS
2 3 (4.92%) Microsoft Azure
3 2 (3.28%) IaaS
3 2 (3.28%) PaaS
3 2 (3.28%) SaaS
Communications & Networking
1 2 (3.28%) Internet
2 1 (1.64%) SMS
Database & Business Intelligence
1 28 (45.90%) BusinessObjects
2 21 (34.43%) SAP Data Services
3 17 (27.87%) BusinessObjects Business Intelligence
4 16 (26.23%) SQL Server
5 13 (21.31%) SAP HANA
6 11 (18.03%) BODI
7 10 (16.39%) Data Warehouse
8 9 (14.75%) MySQL
8 9 (14.75%) SQL Server Integration Services
9 6 (9.84%) Crystal Reports
9 6 (9.84%) SQL Server Reporting Services
10 5 (8.20%) Data Mining
11 4 (6.56%) Power BI
11 4 (6.56%) QlikView
11 4 (6.56%) SAP BW
12 3 (4.92%) Relational Database
13 2 (3.28%) InfluxDB
13 2 (3.28%) SAS Data Integration Studio
13 2 (3.28%) SQL Server 2008
13 2 (3.28%) SQL Server Analysis Services
Development Applications
1 1 (1.64%) LSMW
1 1 (1.64%) Talend Open Studio
General
1 12 (19.67%) Finance
2 11 (18.03%) Manufacturing
3 8 (13.11%) Banking
3 8 (13.11%) Electronics
3 8 (13.11%) Marketing
3 8 (13.11%) Telecoms
4 2 (3.28%) Automotive
5 1 (1.64%) Advertising
5 1 (1.64%) Back Office
5 1 (1.64%) Retail
Job Titles
1 44 (72.13%) Developer
2 24 (39.34%) SAP Developer
3 15 (24.59%) Business Intelligence Developer
4 12 (19.67%) Analyst
5 11 (18.03%) SAP BusinessObjects (BO) Developer
6 9 (14.75%) Data Migration Developer
6 9 (14.75%) SQL Analyst
7 8 (13.11%) Applications Engineer
7 8 (13.11%) Applications Support
7 8 (13.11%) Applications Support Analyst
7 8 (13.11%) Applications Support Engineer
7 8 (13.11%) Customer Analyst
7 8 (13.11%) Customer Engineer
7 8 (13.11%) Customer Support Analyst
7 8 (13.11%) Customer Support Engineer
7 8 (13.11%) SQL Support Analyst
7 8 (13.11%) Support Analyst
7 8 (13.11%) Support Engineer
8 7 (11.48%) Business Developer
9 5 (8.20%) SAP BI Developer
Libraries, Frameworks & Software Standards
1 2 (3.28%) HTML
1 2 (3.28%) J2EE
1 2 (3.28%) Web Services
1 2 (3.28%) XML
2 1 (1.64%) .NET
2 1 (1.64%) BAPI
2 1 (1.64%) IDoc
2 1 (1.64%) JDBC
Miscellaneous
1 8 (13.11%) SWIFT
2 7 (11.48%) Computer Science
3 3 (4.92%) Analytical Skills
3 3 (4.92%) Management Information System
4 2 (3.28%) Industrial Internet of Things
4 2 (3.28%) Internet of Things
4 2 (3.28%) Replication
5 1 (1.64%) AS400
5 1 (1.64%) Data Protection Act
5 1 (1.64%) Enterprise Software
Operating Systems
1 14 (22.95%) Windows
2 6 (9.84%) Windows Server
3 4 (6.56%) Linux
4 3 (4.92%) Unix
Processes & Methodologies
1 36 (59.02%) Business Intelligence
2 24 (39.34%) Migration
3 23 (37.70%) Data Integration
4 22 (36.07%) Data Modelling
5 21 (34.43%) Data Migration
6 16 (26.23%) Data Architecture
7 15 (24.59%) Data Cleansing
8 13 (21.31%) Stakeholder Management
9 10 (16.39%) Data Governance
10 8 (13.11%) Anti-Money Laundering
10 8 (13.11%) Data Conversion
10 8 (13.11%) Digital Marketing
10 8 (13.11%) Knowledge Management
10 8 (13.11%) Problem Management
10 8 (13.11%) Programme Management
10 8 (13.11%) Root Cause Analysis
11 6 (9.84%) Analytics
12 5 (8.20%) Agile Software Development
12 5 (8.20%) Change Control
12 5 (8.20%) ERP
Programming Languages
1 31 (50.82%) SQL
2 12 (19.67%) Java
3 10 (16.39%) PL/SQL
3 10 (16.39%) T-SQL
4 9 (14.75%) Shell Script
5 8 (13.11%) Bash Shell
6 2 (3.28%) Go
7 1 (1.64%) ABAP
7 1 (1.64%) Data Analysis Expressions (DAX)
7 1 (1.64%) Python
7 1 (1.64%) R
7 1 (1.64%) VBA
Qualifications
1 13 (21.31%) Security Cleared
2 7 (11.48%) Degree
3 6 (9.84%) Computer Science Degree
4 1 (1.64%) SC Cleared
Quality Assurance & Compliance
1 13 (21.31%) Data Quality
2 8 (13.11%) SLA
3 1 (1.64%) GDPR
System Software
1 2 (3.28%) Docker
Vendors
1 37 (60.66%) SAP
2 21 (34.43%) Oracle
3 10 (16.39%) Microsoft
4 3 (4.92%) Informatica
5 2 (3.28%) Hyperion
5 2 (3.28%) Tableau
6 1 (1.64%) Cloudera
6 1 (1.64%) Cognos
6 1 (1.64%) hybris
6 1 (1.64%) Netezza
6 1 (1.64%) Talend